Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9557312 | 0.9930707 | 0.9422816 | 0.0371454 | 0.9637352 |
| bt | 0.7786561 | 0.7848112 | 0.9809479 | 0.1466113 | 0.4580840 |
| maxnet | 0.6505929 | 0.7678523 | 0.9918636 | 0.2284544 | 0.4350396 |
| gam | 0.7881423 | 0.7699653 | 0.9312995 | 0.1460316 | 0.4204081 |
| glm | 0.7675889 | 0.7180658 | 0.8544578 | 0.1577842 | 0.4050570 |